λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures.
Fei XuYiling QinLi ChenZhi ZhouFangming LiuPublished in: IEEE Trans. Computers (2022)
Keyphrases
- training process
- training algorithm
- training data
- cooperative
- distributed systems
- neural network
- heterogeneous environments
- reinforcement learning
- fault tolerant
- training examples
- lightweight
- real time embedded
- layered architecture
- loosely coupled
- communication cost
- distributed environment
- online learning
- support vector machine
- mobile agents
- text classification
- peer to peer
- learning process
- learning environment
- training phase
- multi agent
- communication overhead
- distributed architecture
- genetic algorithm
- databases
- data sets